Missing Modalities Imputation via Cascaded Residual Autoencoder

Abstract

Affordable sensors lead to an increasing interest in acquiring and modeling data with multiple modalities. Learning from multiple modalities has shown to significantly improve performance in object recognition. However, in practice it is common that the sensing equipment experiences unforeseeable malfunction or configuration issues, leading to corrupted… (More)
DOI: 10.1109/CVPR.2017.528

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